gfunc.js 13 KB

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  1. define([
  2. 'lodash'
  3. ],
  4. function (_) {
  5. 'use strict';
  6. var index = [];
  7. var categories = {
  8. Combine: [],
  9. Transform: [],
  10. Calculate: [],
  11. Filter: [],
  12. Special: []
  13. };
  14. function addFuncDef(funcDef) {
  15. funcDef.params = funcDef.params || [];
  16. funcDef.defaultParams = funcDef.defaultParams || [];
  17. if (funcDef.category) {
  18. funcDef.category.push(funcDef);
  19. }
  20. index[funcDef.name] = funcDef;
  21. index[funcDef.shortName || funcDef.name] = funcDef;
  22. }
  23. var optionalSeriesRefArgs = [
  24. { name: 'other', type: 'value_or_series', optional: true },
  25. { name: 'other', type: 'value_or_series', optional: true },
  26. { name: 'other', type: 'value_or_series', optional: true },
  27. { name: 'other', type: 'value_or_series', optional: true },
  28. { name: 'other', type: 'value_or_series', optional: true }
  29. ];
  30. addFuncDef({
  31. name: 'scaleToSeconds',
  32. category: categories.Transform,
  33. params: [{ name: 'seconds', type: 'int' }],
  34. defaultParams: [1],
  35. });
  36. addFuncDef({
  37. name: "holtWintersForecast",
  38. category: categories.Calculate,
  39. });
  40. addFuncDef({
  41. name: "holtWintersConfidenceBands",
  42. category: categories.Calculate,
  43. params: [{ name: "delta", type: 'int' }],
  44. defaultParams: [3]
  45. });
  46. addFuncDef({
  47. name: "holtWintersAberration",
  48. category: categories.Calculate,
  49. params: [{ name: "delta", type: 'int' }],
  50. defaultParams: [3]
  51. });
  52. addFuncDef({
  53. name: "nPercentile",
  54. category: categories.Calculate,
  55. params: [{ name: "Nth percentile", type: 'int' }],
  56. defaultParams: [95]
  57. });
  58. addFuncDef({
  59. name: 'diffSeries',
  60. params: optionalSeriesRefArgs,
  61. defaultParams: ['#A'],
  62. category: categories.Calculate,
  63. });
  64. addFuncDef({
  65. name: 'divideSeries',
  66. params: optionalSeriesRefArgs,
  67. defaultParams: ['#A'],
  68. category: categories.Calculate,
  69. });
  70. addFuncDef({
  71. name: 'asPercent',
  72. params: optionalSeriesRefArgs,
  73. defaultParams: ['#A'],
  74. category: categories.Calculate,
  75. });
  76. addFuncDef({
  77. name: 'group',
  78. params: optionalSeriesRefArgs,
  79. defaultParams: ['#A', '#B'],
  80. category: categories.Combine,
  81. });
  82. addFuncDef({
  83. name: 'sumSeries',
  84. shortName: 'sum',
  85. category: categories.Combine,
  86. params: optionalSeriesRefArgs,
  87. defaultParams: [''],
  88. });
  89. addFuncDef({
  90. name: 'averageSeries',
  91. shortName: 'avg',
  92. category: categories.Combine,
  93. params: optionalSeriesRefArgs,
  94. defaultParams: [''],
  95. });
  96. addFuncDef({
  97. name: 'isNonNull',
  98. category: categories.Combine,
  99. });
  100. addFuncDef({
  101. name: 'rangeOfSeries',
  102. category: categories.Combine
  103. });
  104. addFuncDef({
  105. name: 'percentileOfSeries',
  106. category: categories.Combine,
  107. params: [{ name: "n", type: "int" }, { name: "interpolate", type: "select", options: ["true", "false"] }],
  108. defaultParams: [95, "false"]
  109. });
  110. addFuncDef({
  111. name: 'sumSeriesWithWildcards',
  112. category: categories.Combine,
  113. params: [{ name: "node", type: "int" }],
  114. defaultParams: [3]
  115. });
  116. addFuncDef({
  117. name: 'maxSeries',
  118. shortName: 'max',
  119. category: categories.Combine,
  120. });
  121. addFuncDef({
  122. name: 'minSeries',
  123. shortName: 'min',
  124. category: categories.Combine,
  125. });
  126. addFuncDef({
  127. name: 'averageSeriesWithWildcards',
  128. category: categories.Combine,
  129. params: [{ name: "node", type: "int" }],
  130. defaultParams: [3]
  131. });
  132. addFuncDef({
  133. name: "alias",
  134. category: categories.Special,
  135. params: [{ name: "alias", type: 'string' }],
  136. defaultParams: ['alias']
  137. });
  138. addFuncDef({
  139. name: "aliasSub",
  140. category: categories.Special,
  141. params: [{ name: "search", type: 'string' }, { name: "replace", type: 'string' }],
  142. defaultParams: ['', '']
  143. });
  144. addFuncDef({
  145. name: "stacked",
  146. category: categories.Special,
  147. params: [{ name: "stack", type: 'string' }],
  148. defaultParams: ['stacked']
  149. });
  150. addFuncDef({
  151. name: "consolidateBy",
  152. category: categories.Special,
  153. params: [
  154. {
  155. name: 'function',
  156. type: 'string',
  157. options: ['sum', 'average', 'min', 'max']
  158. }
  159. ],
  160. defaultParams: ['max']
  161. });
  162. addFuncDef({
  163. name: "groupByNode",
  164. category: categories.Special,
  165. params: [
  166. {
  167. name: "node",
  168. type: "int",
  169. options: [0,1,2,3,4,5,6,7,8,9,10,12]
  170. },
  171. {
  172. name: "function",
  173. type: "string",
  174. options: ['sum', 'avg']
  175. }
  176. ],
  177. defaultParams: [3, "sum"]
  178. });
  179. addFuncDef({
  180. name: 'aliasByNode',
  181. category: categories.Special,
  182. params: [
  183. { name: "node", type: "int", options: [0,1,2,3,4,5,6,7,8,9,10,12] },
  184. { name: "node", type: "int", options: [0,-1,-2,-3,-4,-5,-6,-7], optional: true },
  185. ],
  186. defaultParams: [3]
  187. });
  188. addFuncDef({
  189. name: 'substr',
  190. category: categories.Special,
  191. params: [
  192. { name: "start", type: "int", options: [-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6,7,8,9,10,12] },
  193. { name: "stop", type: "int", options: [-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6,7,8,9,10,12] },
  194. ],
  195. defaultParams: [0, 0]
  196. });
  197. addFuncDef({
  198. name: 'sortByName',
  199. category: categories.Special
  200. });
  201. addFuncDef({
  202. name: 'sortByMaxima',
  203. category: categories.Special
  204. });
  205. addFuncDef({
  206. name: 'sortByMinima',
  207. category: categories.Special
  208. });
  209. addFuncDef({
  210. name: 'sortByTotal',
  211. category: categories.Special
  212. });
  213. addFuncDef({
  214. name: 'aliasByMetric',
  215. category: categories.Special,
  216. });
  217. addFuncDef({
  218. name: 'randomWalk',
  219. fake: true,
  220. category: categories.Special,
  221. params: [{ name: "name", type: "string", }],
  222. defaultParams: ['randomWalk']
  223. });
  224. addFuncDef({
  225. name: 'countSeries',
  226. category: categories.Special
  227. });
  228. addFuncDef({
  229. name: 'constantLine',
  230. category: categories.Special,
  231. params: [{ name: "value", type: "int", }],
  232. defaultParams: [10]
  233. });
  234. addFuncDef({
  235. name: 'cactiStyle',
  236. category: categories.Special,
  237. });
  238. addFuncDef({
  239. name: 'keepLastValue',
  240. category: categories.Special,
  241. params: [{ name: "n", type: "int", }],
  242. defaultParams: [100]
  243. });
  244. addFuncDef({
  245. name: 'scale',
  246. category: categories.Transform,
  247. params: [{ name: "factor", type: "int", }],
  248. defaultParams: [1]
  249. });
  250. addFuncDef({
  251. name: 'offset',
  252. category: categories.Transform,
  253. params: [{ name: "amount", type: "int", }],
  254. defaultParams: [10]
  255. });
  256. addFuncDef({
  257. name: 'transformNull',
  258. category: categories.Transform,
  259. params: [{ name: "amount", type: "int", }],
  260. defaultParams: [0]
  261. });
  262. addFuncDef({
  263. name: 'integral',
  264. category: categories.Transform,
  265. });
  266. addFuncDef({
  267. name: 'derivative',
  268. category: categories.Transform,
  269. });
  270. addFuncDef({
  271. name: 'nonNegativeDerivative',
  272. category: categories.Transform,
  273. params: [{ name: "max value or 0", type: "int", optional: true }],
  274. defaultParams: ['']
  275. });
  276. addFuncDef({
  277. name: 'timeShift',
  278. category: categories.Transform,
  279. params: [{ name: "amount", type: "select", options: ['1h', '6h', '12h', '1d', '2d', '7d', '14d', '30d'] }],
  280. defaultParams: ['1d']
  281. });
  282. addFuncDef({
  283. name: 'summarize',
  284. category: categories.Transform,
  285. params: [{ name: "interval", type: "string" }, { name: "func", type: "select", options: ['sum', 'avg', 'min', 'max', 'last'] }],
  286. defaultParams: ['1h', 'sum']
  287. });
  288. addFuncDef({
  289. name: 'smartSummarize',
  290. category: categories.Transform,
  291. params: [{ name: "interval", type: "string" }, { name: "func", type: "select", options: ['sum', 'avg', 'min', 'max', 'last'] }],
  292. defaultParams: ['1h', 'sum']
  293. });
  294. addFuncDef({
  295. name: 'absolute',
  296. category: categories.Transform,
  297. });
  298. addFuncDef({
  299. name: 'hitcount',
  300. category: categories.Transform,
  301. params: [{ name: "interval", type: "string" }],
  302. defaultParams: ['10s']
  303. });
  304. addFuncDef({
  305. name: 'log',
  306. category: categories.Transform,
  307. params: [{ name: "base", type: "int" }],
  308. defaultParams: ['10']
  309. });
  310. addFuncDef({
  311. name: 'averageAbove',
  312. category: categories.Filter,
  313. params: [{ name: "n", type: "int", }],
  314. defaultParams: [25]
  315. });
  316. addFuncDef({
  317. name: 'averageBelow',
  318. category: categories.Filter,
  319. params: [{ name: "n", type: "int", }],
  320. defaultParams: [25]
  321. });
  322. addFuncDef({
  323. name: 'currentAbove',
  324. category: categories.Filter,
  325. params: [{ name: "n", type: "int", }],
  326. defaultParams: [25]
  327. });
  328. addFuncDef({
  329. name: 'currentBelow',
  330. category: categories.Filter,
  331. params: [{ name: "n", type: "int", }],
  332. defaultParams: [25]
  333. });
  334. addFuncDef({
  335. name: 'maximumAbove',
  336. category: categories.Filter,
  337. params: [{ name: "value", type: "int" }],
  338. defaultParams: [0]
  339. });
  340. addFuncDef({
  341. name: 'maximumBelow',
  342. category: categories.Filter,
  343. params: [{ name: "value", type: "int" }],
  344. defaultParams: [0]
  345. });
  346. addFuncDef({
  347. name: 'minimumAbove',
  348. category: categories.Filter,
  349. params: [{ name: "value", type: "int" }],
  350. defaultParams: [0]
  351. });
  352. addFuncDef({
  353. name: 'limit',
  354. category: categories.Filter,
  355. params: [{ name: "n", type: "int" }],
  356. defaultParams: [5]
  357. });
  358. addFuncDef({
  359. name: 'mostDeviant',
  360. category: categories.Filter,
  361. params: [{ name: "n", type: "int" }],
  362. defaultParams: [10]
  363. });
  364. addFuncDef({
  365. name: "exclude",
  366. category: categories.Filter,
  367. params: [{ name: "exclude", type: 'string' }],
  368. defaultParams: ['exclude']
  369. });
  370. addFuncDef({
  371. name: 'highestCurrent',
  372. category: categories.Filter,
  373. params: [{ name: "count", type: "int" }],
  374. defaultParams: [5]
  375. });
  376. addFuncDef({
  377. name: 'highestMax',
  378. category: categories.Filter,
  379. params: [{ name: "count", type: "int" }],
  380. defaultParams: [5]
  381. });
  382. addFuncDef({
  383. name: 'lowestCurrent',
  384. category: categories.Filter,
  385. params: [{ name: "count", type: "int" }],
  386. defaultParams: [5]
  387. });
  388. addFuncDef({
  389. name: 'movingAverage',
  390. category: categories.Filter,
  391. params: [{ name: "window size", type: "int" }],
  392. defaultParams: [10]
  393. });
  394. addFuncDef({
  395. name: 'movingMedian',
  396. category: categories.Filter,
  397. params: [{ name: "windowSize", type: "select", options: ['1min', '5min', '15min', '30min', '1hour'] }],
  398. defaultParams: ['1min']
  399. });
  400. addFuncDef({
  401. name: 'stdev',
  402. category: categories.Filter,
  403. params: [{ name: "n", type: "int" }, { name: "tolerance", type: "int" }],
  404. defaultParams: [5,0.1]
  405. });
  406. addFuncDef({
  407. name: 'highestAverage',
  408. category: categories.Filter,
  409. params: [{ name: "count", type: "int" }],
  410. defaultParams: [5]
  411. });
  412. addFuncDef({
  413. name: 'lowestAverage',
  414. category: categories.Filter,
  415. params: [{ name: "count", type: "int" }],
  416. defaultParams: [5]
  417. });
  418. addFuncDef({
  419. name: 'removeAbovePercentile',
  420. category: categories.Filter,
  421. params: [{ name: "n", type: "int" }],
  422. defaultParams: [5]
  423. });
  424. addFuncDef({
  425. name: 'removeAboveValue',
  426. category: categories.Filter,
  427. params: [{ name: "n", type: "int" }],
  428. defaultParams: [5]
  429. });
  430. addFuncDef({
  431. name: 'removeBelowPercentile',
  432. category: categories.Filter,
  433. params: [{ name: "n", type: "int" }],
  434. defaultParams: [5]
  435. });
  436. addFuncDef({
  437. name: 'removeBelowValue',
  438. category: categories.Filter,
  439. params: [{ name: "n", type: "int" }],
  440. defaultParams: [5]
  441. });
  442. _.each(categories, function(funcList, catName) {
  443. categories[catName] = _.sortBy(funcList, 'name');
  444. });
  445. function FuncInstance(funcDef, options) {
  446. this.def = funcDef;
  447. this.params = [];
  448. if (options && options.withDefaultParams) {
  449. this.params = funcDef.defaultParams.slice(0);
  450. }
  451. this.updateText();
  452. }
  453. FuncInstance.prototype.render = function(metricExp) {
  454. var str = this.def.name + '(';
  455. var parameters = _.map(this.params, function(value, index) {
  456. var paramType = this.def.params[index].type;
  457. if (paramType === 'int' || paramType === 'value_or_series') {
  458. return value;
  459. }
  460. return "'" + value + "'";
  461. }, this);
  462. if (metricExp) {
  463. parameters.unshift(metricExp);
  464. }
  465. return str + parameters.join(', ') + ')';
  466. };
  467. FuncInstance.prototype._hasMultipleParamsInString = function(strValue, index) {
  468. if (strValue.indexOf(',') === -1) {
  469. return false;
  470. }
  471. return this.def.params[index + 1] && this.def.params[index + 1].optional;
  472. };
  473. FuncInstance.prototype.updateParam = function(strValue, index) {
  474. // handle optional parameters
  475. // if string contains ',' and next param is optional, split and update both
  476. if (this._hasMultipleParamsInString(strValue, index)) {
  477. _.each(strValue.split(','), function(partVal, idx) {
  478. this.updateParam(partVal.trim(), idx);
  479. }, this);
  480. return;
  481. }
  482. if (strValue === '' && this.def.params[index].optional) {
  483. this.params.splice(index, 1);
  484. }
  485. else {
  486. this.params[index] = strValue;
  487. }
  488. this.updateText();
  489. };
  490. FuncInstance.prototype.updateText = function () {
  491. if (this.params.length === 0) {
  492. this.text = this.def.name + '()';
  493. return;
  494. }
  495. var text = this.def.name + '(';
  496. text += this.params.join(', ');
  497. text += ')';
  498. this.text = text;
  499. };
  500. return {
  501. createFuncInstance: function(funcDef, options) {
  502. if (_.isString(funcDef)) {
  503. if (!index[funcDef]) {
  504. throw { message: 'Method not found ' + name };
  505. }
  506. funcDef = index[funcDef];
  507. }
  508. return new FuncInstance(funcDef, options);
  509. },
  510. getFuncDef: function(name) {
  511. return index[name];
  512. },
  513. getCategories: function() {
  514. return categories;
  515. }
  516. };
  517. });